DomainNet [1]} is a large scale domain adaptation dataset with 6 domains (Real, Clipart, Sketch, Painting, Quickdraw, and Infograph) and 345 categories. It contains about 0.6 million images. It surpasses all other previous domain adaptation datasets in terms of size and diversity.
